| Number of Variables | 13 |
|---|---|
| Number of Rows | 506 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 51.5 KB |
| Average Row Size in Memory | 104.3 B |
| Variable Types |
|
| CRIM is skewed | Skewed |
|---|---|
| ZN is skewed | Skewed |
| INDUS is skewed | Skewed |
| AGE is skewed | Skewed |
| TAX is skewed | Skewed |
| PTRATIO is skewed | Skewed |
| B is skewed | Skewed |
| CHAS has constant length 3 | Constant Length |
| ZN has 372 (73.52%) zeros | Zeros |
numerical
| Approximate Distinct Count | 504 |
|---|---|
| Approximate Unique (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 3.6135 |
| Minimum | 0.00632 |
| Maximum | 88.9762 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.00632 |
|---|---|
| 5-th Percentile | 0.02791 |
| Q1 | 0.08204 |
| Median | 0.2565 |
| Q3 | 3.6771 |
| 95-th Percentile | 15.7891 |
| Maximum | 88.9762 |
| Range | 88.9699 |
| IQR | 3.595 |
| Mean | 3.6135 |
|---|---|
| Standard Deviation | 8.6015 |
| Variance | 73.9866 |
| Sum | 1828.4429 |
| Skewness | 5.2077 |
| Kurtosis | 36.7528 |
| Coefficient of Variation | 2.3804 |
numerical
| Approximate Distinct Count | 26 |
|---|---|
| Approximate Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 11.3636 |
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 372 |
| Zeros (%) | 73.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12.5 |
| 95-th Percentile | 80 |
| Maximum | 100 |
| Range | 100 |
| IQR | 12.5 |
| Mean | 11.3636 |
|---|---|
| Standard Deviation | 23.3225 |
| Variance | 543.9368 |
| Sum | 5750 |
| Skewness | 2.2191 |
| Kurtosis | 3.9799 |
| Coefficient of Variation | 2.0524 |
numerical
| Approximate Distinct Count | 76 |
|---|---|
| Approximate Unique (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 11.1368 |
| Minimum | 0.46 |
| Maximum | 27.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.46 |
|---|---|
| 5-th Percentile | 2.18 |
| Q1 | 5.19 |
| Median | 9.69 |
| Q3 | 18.1 |
| 95-th Percentile | 21.89 |
| Maximum | 27.74 |
| Range | 27.28 |
| IQR | 12.91 |
| Mean | 11.1368 |
|---|---|
| Standard Deviation | 6.8604 |
| Variance | 47.0644 |
| Sum | 5635.21 |
| Skewness | 0.2941 |
| Kurtosis | -1.2332 |
| Coefficient of Variation | 0.616 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 34408 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1012 |
numerical
| Approximate Distinct Count | 81 |
|---|---|
| Approximate Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 0.5547 |
| Minimum | 0.385 |
| Maximum | 0.871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.385 |
|---|---|
| 5-th Percentile | 0.4093 |
| Q1 | 0.449 |
| Median | 0.538 |
| Q3 | 0.624 |
| 95-th Percentile | 0.74 |
| Maximum | 0.871 |
| Range | 0.486 |
| IQR | 0.175 |
| Mean | 0.5547 |
|---|---|
| Standard Deviation | 0.1159 |
| Variance | 0.01343 |
| Sum | 280.6757 |
| Skewness | 0.7271 |
| Kurtosis | -0.07586 |
| Coefficient of Variation | 0.2089 |
numerical
| Approximate Distinct Count | 446 |
|---|---|
| Approximate Unique (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 6.2846 |
| Minimum | 3.561 |
| Maximum | 8.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.561 |
|---|---|
| 5-th Percentile | 5.314 |
| Q1 | 5.8855 |
| Median | 6.2085 |
| Q3 | 6.6235 |
| 95-th Percentile | 7.5875 |
| Maximum | 8.78 |
| Range | 5.219 |
| IQR | 0.738 |
| Mean | 6.2846 |
|---|---|
| Standard Deviation | 0.7026 |
| Variance | 0.4937 |
| Sum | 3180.025 |
| Skewness | 0.4024 |
| Kurtosis | 1.861 |
| Coefficient of Variation | 0.1118 |
numerical
| Approximate Distinct Count | 356 |
|---|---|
| Approximate Unique (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 68.5749 |
| Minimum | 2.9 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.9 |
|---|---|
| 5-th Percentile | 17.725 |
| Q1 | 45.025 |
| Median | 77.5 |
| Q3 | 94.075 |
| 95-th Percentile | 100 |
| Maximum | 100 |
| Range | 97.1 |
| IQR | 49.05 |
| Mean | 68.5749 |
|---|---|
| Standard Deviation | 28.1489 |
| Variance | 792.3584 |
| Sum | 34698.9 |
| Skewness | -0.5972 |
| Kurtosis | -0.97 |
| Coefficient of Variation | 0.4105 |
numerical
| Approximate Distinct Count | 412 |
|---|---|
| Approximate Unique (%) | 81.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 3.795 |
| Minimum | 1.1296 |
| Maximum | 12.1265 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.1296 |
|---|---|
| 5-th Percentile | 1.462 |
| Q1 | 2.1002 |
| Median | 3.2074 |
| Q3 | 5.1884 |
| 95-th Percentile | 7.8278 |
| Maximum | 12.1265 |
| Range | 10.9969 |
| IQR | 3.0883 |
| Mean | 3.795 |
|---|---|
| Standard Deviation | 2.1057 |
| Variance | 4.434 |
| Sum | 1920.2916 |
| Skewness | 1.0088 |
| Kurtosis | 0.4713 |
| Coefficient of Variation | 0.5549 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 34540 |
| Mean | 3.2609 |
|---|---|
| Standard Deviation | 0.4395 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1144 |
numerical
| Approximate Distinct Count | 66 |
|---|---|
| Approximate Unique (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 408.2372 |
| Minimum | 187 |
| Maximum | 711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 187 |
|---|---|
| 5-th Percentile | 222 |
| Q1 | 279 |
| Median | 330 |
| Q3 | 666 |
| 95-th Percentile | 666 |
| Maximum | 711 |
| Range | 524 |
| IQR | 387 |
| Mean | 408.2372 |
|---|---|
| Standard Deviation | 168.5371 |
| Variance | 28404.7595 |
| Sum | 206568 |
| Skewness | 0.668 |
| Kurtosis | -1.143 |
| Coefficient of Variation | 0.4128 |
numerical
| Approximate Distinct Count | 46 |
|---|---|
| Approximate Unique (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 18.4555 |
| Minimum | 12.6 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12.6 |
|---|---|
| 5-th Percentile | 14.7 |
| Q1 | 17.4 |
| Median | 19.05 |
| Q3 | 20.2 |
| 95-th Percentile | 21 |
| Maximum | 22 |
| Range | 9.4 |
| IQR | 2.8 |
| Mean | 18.4555 |
|---|---|
| Standard Deviation | 2.1649 |
| Variance | 4.687 |
| Sum | 9338.5 |
| Skewness | -0.7999 |
| Kurtosis | -0.2941 |
| Coefficient of Variation | 0.1173 |
numerical
| Approximate Distinct Count | 357 |
|---|---|
| Approximate Unique (%) | 70.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 356.674 |
| Minimum | 0.32 |
| Maximum | 396.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.32 |
|---|---|
| 5-th Percentile | 84.59 |
| Q1 | 375.3775 |
| Median | 391.44 |
| Q3 | 396.225 |
| 95-th Percentile | 396.9 |
| Maximum | 396.9 |
| Range | 396.58 |
| IQR | 20.8475 |
| Mean | 356.674 |
|---|---|
| Standard Deviation | 91.2949 |
| Variance | 8334.7523 |
| Sum | 180477.06 |
| Skewness | -2.8818 |
| Kurtosis | 7.1438 |
| Coefficient of Variation | 0.256 |
numerical
| Approximate Distinct Count | 455 |
|---|---|
| Approximate Unique (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 8096 |
| Mean | 12.6531 |
| Minimum | 1.73 |
| Maximum | 37.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.73 |
|---|---|
| 5-th Percentile | 3.7075 |
| Q1 | 6.95 |
| Median | 11.36 |
| Q3 | 16.955 |
| 95-th Percentile | 26.8075 |
| Maximum | 37.97 |
| Range | 36.24 |
| IQR | 10.005 |
| Mean | 12.6531 |
|---|---|
| Standard Deviation | 7.1411 |
| Variance | 50.9948 |
| Sum | 6402.45 |
| Skewness | 0.9038 |
| Kurtosis | 0.4765 |
| Coefficient of Variation | 0.5644 |